Overview
Brought to you by YData
Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 8359 |
| Missing cells | 24088 |
| Missing cells (%) | 18.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.0 MiB |
| Average record size in memory | 128.0 B |
Variable types
| Text | 4 |
|---|---|
| Categorical | 3 |
| Numeric | 9 |
Critic_Count is highly overall correlated with User_Count | High correlation |
Critic_Score is highly overall correlated with User_Count | High correlation |
EU_Sales is highly overall correlated with Global_Sales and 2 other fields | High correlation |
Global_Sales is highly overall correlated with EU_Sales and 2 other fields | High correlation |
NA_Sales is highly overall correlated with EU_Sales and 2 other fields | High correlation |
Other_Sales is highly overall correlated with EU_Sales and 2 other fields | High correlation |
Platform is highly overall correlated with Year_of_Release | High correlation |
User_Count is highly overall correlated with Critic_Count and 1 other fields | High correlation |
Year_of_Release is highly overall correlated with Platform | High correlation |
Year_of_Release has 84 (1.0%) missing values | Missing |
Critic_Score has 4383 (52.4%) missing values | Missing |
Critic_Count has 4383 (52.4%) missing values | Missing |
User_Score has 3528 (42.2%) missing values | Missing |
User_Count has 4660 (55.7%) missing values | Missing |
Developer has 3489 (41.7%) missing values | Missing |
Rating has 3561 (42.6%) missing values | Missing |
Other_Sales is highly skewed (γ1 = 24.74795541) | Skewed |
NA_Sales has 2311 (27.6%) zeros | Zeros |
EU_Sales has 3002 (35.9%) zeros | Zeros |
JP_Sales has 4807 (57.5%) zeros | Zeros |
Other_Sales has 3218 (38.5%) zeros | Zeros |
Reproduction
| Analysis started | 2025-12-03 10:32:13.348473 |
|---|---|
| Analysis finished | 2025-12-03 10:32:23.819904 |
| Duration | 10.47 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
Name
Text
| Distinct | 6231 |
|---|---|
| Distinct (%) | 74.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 65.4 KiB |
Length
| Max length | 132 |
|---|---|
| Median length | 89 |
| Mean length | 23.982653 |
| Min length | 2 |
Unique
| Unique | 5015 ? |
|---|---|
| Unique (%) | 60.0% |
Sample
| 1st row | LEGO Batman: The Videogame |
|---|---|
| 2nd row | LEGO Indiana Jones: The Original Adventures |
| 3rd row | LEGO Batman: The Videogame |
| 4th row | Combat |
| 5th row | LEGO Harry Potter: Years 5-7 |
| Value | Count | Frequency (%) |
| the | 1505 | 4.5% |
| of | 867 | 2.6% |
| 2 | 587 | 1.8% |
| 419 | 1.3% | |
| no | 402 | 1.2% |
| 3 | 294 | 0.9% |
| super | 193 | 0.6% |
| world | 172 | 0.5% |
| star | 164 | 0.5% |
| ds | 146 | 0.4% |
| Other values (6216) | 28494 |
Most occurring characters
| Value | Count | Frequency (%) |
| 24894 | 12.4% | |
| e | 16060 | 8.0% |
| a | 13668 | 6.8% |
| o | 12411 | 6.2% |
| i | 10845 | 5.4% |
| r | 10610 | 5.3% |
| n | 10399 | 5.2% |
| t | 8548 | 4.3% |
| s | 7941 | 4.0% |
| l | 6189 | 3.1% |
| Other values (86) | 78906 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 200471 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 24894 | 12.4% | |
| e | 16060 | 8.0% |
| a | 13668 | 6.8% |
| o | 12411 | 6.2% |
| i | 10845 | 5.4% |
| r | 10610 | 5.3% |
| n | 10399 | 5.2% |
| t | 8548 | 4.3% |
| s | 7941 | 4.0% |
| l | 6189 | 3.1% |
| Other values (86) | 78906 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 200471 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 24894 | 12.4% | |
| e | 16060 | 8.0% |
| a | 13668 | 6.8% |
| o | 12411 | 6.2% |
| i | 10845 | 5.4% |
| r | 10610 | 5.3% |
| n | 10399 | 5.2% |
| t | 8548 | 4.3% |
| s | 7941 | 4.0% |
| l | 6189 | 3.1% |
| Other values (86) | 78906 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 200471 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 24894 | 12.4% | |
| e | 16060 | 8.0% |
| a | 13668 | 6.8% |
| o | 12411 | 6.2% |
| i | 10845 | 5.4% |
| r | 10610 | 5.3% |
| n | 10399 | 5.2% |
| t | 8548 | 4.3% |
| s | 7941 | 4.0% |
| l | 6189 | 3.1% |
| Other values (86) | 78906 |
Platform
Categorical
High correlation
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 65.4 KiB |
| DS | |
|---|---|
| PS2 | |
| Wii | |
| PS3 | |
| PSP | |
| Other values (26) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 2.7865773 |
| Min length | 2 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Wii |
|---|---|
| 2nd row | Wii |
| 3rd row | PSP |
| 4th row | 2600 |
| 5th row | Wii |
Common Values
| Value | Count | Frequency (%) |
| DS | 1106 | |
| PS2 | 1104 | |
| Wii | 645 | 7.7% |
| PS3 | 643 | 7.7% |
| PSP | 642 | 7.7% |
| X360 | 588 | 7.0% |
| PS | 512 | 6.1% |
| GBA | 445 | 5.3% |
| PC | 439 | 5.3% |
| XB | 371 | 4.4% |
| Other values (21) | 1864 |
Length
| Value | Count | Frequency (%) |
| ds | 1106 | |
| ps2 | 1104 | |
| wii | 645 | 7.7% |
| ps3 | 643 | 7.7% |
| psp | 642 | 7.7% |
| x360 | 588 | 7.0% |
| ps | 512 | 6.1% |
| gba | 445 | 5.3% |
| pc | 439 | 5.3% |
| xb | 371 | 4.4% |
| Other values (21) | 1864 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 5186 | |
| P | 4429 | |
| 3 | 1502 | 6.4% |
| i | 1464 | 6.3% |
| D | 1424 | 6.1% |
| 2 | 1192 | 5.1% |
| X | 1081 | 4.6% |
| B | 894 | 3.8% |
| 6 | 802 | 3.4% |
| G | 797 | 3.4% |
| Other values (15) | 4522 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 23293 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 5186 | |
| P | 4429 | |
| 3 | 1502 | 6.4% |
| i | 1464 | 6.3% |
| D | 1424 | 6.1% |
| 2 | 1192 | 5.1% |
| X | 1081 | 4.6% |
| B | 894 | 3.8% |
| 6 | 802 | 3.4% |
| G | 797 | 3.4% |
| Other values (15) | 4522 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 23293 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 5186 | |
| P | 4429 | |
| 3 | 1502 | 6.4% |
| i | 1464 | 6.3% |
| D | 1424 | 6.1% |
| 2 | 1192 | 5.1% |
| X | 1081 | 4.6% |
| B | 894 | 3.8% |
| 6 | 802 | 3.4% |
| G | 797 | 3.4% |
| Other values (15) | 4522 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 23293 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 5186 | |
| P | 4429 | |
| 3 | 1502 | 6.4% |
| i | 1464 | 6.3% |
| D | 1424 | 6.1% |
| 2 | 1192 | 5.1% |
| X | 1081 | 4.6% |
| B | 894 | 3.8% |
| 6 | 802 | 3.4% |
| G | 797 | 3.4% |
| Other values (15) | 4522 |
Year_of_Release
Real number (ℝ)
High correlation Missing
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 84 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2006.3937 |
| Minimum | 1980 |
|---|---|
| Maximum | 2017 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.4 KiB |
Quantile statistics
| Minimum | 1980 |
|---|---|
| 5-th percentile | 1995 |
| Q1 | 2003 |
| median | 2007 |
| Q3 | 2010 |
| 95-th percentile | 2015 |
| Maximum | 2017 |
| Range | 37 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 6.0996209 |
|---|---|
| Coefficient of variation (CV) | 0.0030400917 |
| Kurtosis | 2.0666419 |
| Mean | 2006.3937 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -1.1008033 |
| Sum | 16602908 |
| Variance | 37.205375 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 2008 | 735 | 8.8% |
| 2009 | 696 | 8.3% |
| 2010 | 645 | 7.7% |
| 2007 | 625 | 7.5% |
| 2011 | 555 | 6.6% |
| 2006 | 510 | 6.1% |
| 2005 | 471 | 5.6% |
| 2003 | 419 | 5.0% |
| 2004 | 404 | 4.8% |
| 2002 | 375 | 4.5% |
| Other values (28) | 2840 |
| Value | Count | Frequency (%) |
| 1980 | 4 | < 0.1% |
| 1981 | 34 | |
| 1982 | 23 | |
| 1983 | 14 | |
| 1984 | 9 | 0.1% |
| 1985 | 9 | 0.1% |
| 1986 | 11 | 0.1% |
| 1987 | 11 | 0.1% |
| 1988 | 11 | 0.1% |
| 1989 | 14 |
| Value | Count | Frequency (%) |
| 2017 | 3 | < 0.1% |
| 2016 | 260 | 3.1% |
| 2015 | 304 | |
| 2014 | 284 | 3.4% |
| 2013 | 279 | 3.3% |
| 2012 | 316 | |
| 2011 | 555 | |
| 2010 | 645 | |
| 2009 | 696 | |
| 2008 | 735 |
Genre
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 65.4 KiB |
| Action | |
|---|---|
| Role-Playing | |
| Misc | |
| Sports | |
| Adventure | |
| Other values (7) |
Length
| Max length | 12 |
|---|---|
| Median length | 10 |
| Mean length | 7.2732384 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Action |
|---|---|
| 2nd row | Action |
| 3rd row | Action |
| 4th row | Action |
| 5th row | Action |
Common Values
| Value | Count | Frequency (%) |
| Action | 1743 | |
| Role-Playing | 912 | |
| Misc | 905 | |
| Sports | 879 | |
| Adventure | 741 | |
| Shooter | 584 | 7.0% |
| Platform | 565 | 6.8% |
| Racing | 525 | 6.3% |
| Fighting | 440 | 5.3% |
| Strategy | 390 | 4.7% |
| Other values (2) | 675 | 8.1% |
Length
| Value | Count | Frequency (%) |
| action | 1743 | |
| role-playing | 912 | |
| misc | 905 | |
| sports | 879 | |
| adventure | 741 | |
| shooter | 584 | 7.0% |
| platform | 565 | 6.8% |
| racing | 525 | 6.3% |
| fighting | 440 | 5.3% |
| strategy | 390 | 4.7% |
| Other values (2) | 675 | 8.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 6078 | 10.0% |
| i | 5657 | 9.3% |
| o | 5613 | 9.2% |
| n | 4707 | 7.7% |
| e | 3697 | 6.1% |
| c | 3173 | 5.2% |
| r | 3159 | 5.2% |
| l | 3064 | 5.0% |
| a | 2738 | 4.5% |
| g | 2707 | 4.5% |
| Other values (17) | 20204 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 60797 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 6078 | 10.0% |
| i | 5657 | 9.3% |
| o | 5613 | 9.2% |
| n | 4707 | 7.7% |
| e | 3697 | 6.1% |
| c | 3173 | 5.2% |
| r | 3159 | 5.2% |
| l | 3064 | 5.0% |
| a | 2738 | 4.5% |
| g | 2707 | 4.5% |
| Other values (17) | 20204 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 60797 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 6078 | 10.0% |
| i | 5657 | 9.3% |
| o | 5613 | 9.2% |
| n | 4707 | 7.7% |
| e | 3697 | 6.1% |
| c | 3173 | 5.2% |
| r | 3159 | 5.2% |
| l | 3064 | 5.0% |
| a | 2738 | 4.5% |
| g | 2707 | 4.5% |
| Other values (17) | 20204 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 60797 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 6078 | 10.0% |
| i | 5657 | 9.3% |
| o | 5613 | 9.2% |
| n | 4707 | 7.7% |
| e | 3697 | 6.1% |
| c | 3173 | 5.2% |
| r | 3159 | 5.2% |
| l | 3064 | 5.0% |
| a | 2738 | 4.5% |
| g | 2707 | 4.5% |
| Other values (17) | 20204 |
Publisher
Text
| Distinct | 295 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 65.4 KiB |
Length
| Max length | 38 |
|---|---|
| Median length | 24 |
| Mean length | 12.832635 |
| Min length | 3 |
Unique
| Unique | 93 ? |
|---|---|
| Unique (%) | 1.1% |
Sample
| 1st row | Warner Bros. Interactive Entertainment |
|---|---|
| 2nd row | LucasArts |
| 3rd row | Warner Bros. Interactive Entertainment |
| 4th row | Atari |
| 5th row | Warner Bros. Interactive Entertainment |
| Value | Count | Frequency (%) |
| entertainment | 1299 | 8.9% |
| interactive | 1130 | 7.7% |
| thq | 715 | 4.9% |
| nintendo | 706 | 4.8% |
| sony | 706 | 4.8% |
| computer | 705 | 4.8% |
| sega | 638 | 4.4% |
| games | 524 | 3.6% |
| studios | 426 | 2.9% |
| take-two | 422 | 2.9% |
| Other values (346) | 7372 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 11918 | 11.1% |
| t | 10116 | 9.4% |
| n | 8942 | 8.3% |
| a | 7626 | 7.1% |
| o | 6859 | 6.4% |
| i | 6661 | 6.2% |
| r | 6310 | 5.9% |
| 6286 | 5.9% | |
| m | 3919 | 3.7% |
| c | 3035 | 2.8% |
| Other values (54) | 35596 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 107268 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 11918 | 11.1% |
| t | 10116 | 9.4% |
| n | 8942 | 8.3% |
| a | 7626 | 7.1% |
| o | 6859 | 6.4% |
| i | 6661 | 6.2% |
| r | 6310 | 5.9% |
| 6286 | 5.9% | |
| m | 3919 | 3.7% |
| c | 3035 | 2.8% |
| Other values (54) | 35596 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 107268 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 11918 | 11.1% |
| t | 10116 | 9.4% |
| n | 8942 | 8.3% |
| a | 7626 | 7.1% |
| o | 6859 | 6.4% |
| i | 6661 | 6.2% |
| r | 6310 | 5.9% |
| 6286 | 5.9% | |
| m | 3919 | 3.7% |
| c | 3035 | 2.8% |
| Other values (54) | 35596 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 107268 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 11918 | 11.1% |
| t | 10116 | 9.4% |
| n | 8942 | 8.3% |
| a | 7626 | 7.1% |
| o | 6859 | 6.4% |
| i | 6661 | 6.2% |
| r | 6310 | 5.9% |
| 6286 | 5.9% | |
| m | 3919 | 3.7% |
| c | 3035 | 2.8% |
| Other values (54) | 35596 |
NA_Sales
Real number (ℝ)
High correlation Zeros
| Distinct | 345 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.719943 |
| Minimum | 0 |
|---|---|
| Maximum | 4136 |
| Zeros | 2311 |
| Zeros (%) | 27.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 8 |
| Q3 | 25 |
| 95-th percentile | 125 |
| Maximum | 4136 |
| Range | 4136 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 104.34994 |
|---|---|
| Coefficient of variation (CV) | 3.3968141 |
| Kurtosis | 472.0554 |
| Mean | 30.719943 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 17.004451 |
| Sum | 256788 |
| Variance | 10888.909 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2311 | |
| 2 | 280 | 3.3% |
| 4 | 262 | 3.1% |
| 7 | 249 | 3.0% |
| 3 | 249 | 3.0% |
| 6 | 247 | 3.0% |
| 5 | 243 | 2.9% |
| 8 | 235 | 2.8% |
| 1 | 233 | 2.8% |
| 9 | 208 | 2.5% |
| Other values (335) | 3842 |
| Value | Count | Frequency (%) |
| 0 | 2311 | |
| 1 | 233 | 2.8% |
| 2 | 280 | 3.3% |
| 3 | 249 | 3.0% |
| 4 | 262 | 3.1% |
| 5 | 243 | 2.9% |
| 6 | 247 | 3.0% |
| 7 | 249 | 3.0% |
| 8 | 235 | 2.8% |
| 9 | 208 | 2.5% |
| Value | Count | Frequency (%) |
| 4136 | 1 | |
| 2908 | 1 | |
| 2693 | 1 | |
| 2320 | 1 | |
| 1568 | 1 | |
| 1561 | 1 | |
| 1500 | 1 | |
| 1444 | 1 | |
| 1396 | 1 | |
| 1278 | 1 |
EU_Sales
Real number (ℝ)
High correlation Zeros
| Distinct | 254 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.067711 |
| Minimum | 0 |
|---|---|
| Maximum | 2896 |
| Zeros | 3002 |
| Zeros (%) | 35.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 12 |
| 95-th percentile | 67 |
| Maximum | 2896 |
| Range | 2896 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 60.936947 |
|---|---|
| Coefficient of variation (CV) | 3.7925094 |
| Kurtosis | 689.69995 |
| Mean | 16.067711 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 19.507019 |
| Sum | 134310 |
| Variance | 3713.3115 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3002 | |
| 1 | 697 | 8.3% |
| 2 | 617 | 7.4% |
| 3 | 425 | 5.1% |
| 4 | 329 | 3.9% |
| 5 | 275 | 3.3% |
| 6 | 210 | 2.5% |
| 7 | 175 | 2.1% |
| 8 | 157 | 1.9% |
| 9 | 130 | 1.6% |
| Other values (244) | 2342 |
| Value | Count | Frequency (%) |
| 0 | 3002 | |
| 1 | 697 | 8.3% |
| 2 | 617 | 7.4% |
| 3 | 425 | 5.1% |
| 4 | 329 | 3.9% |
| 5 | 275 | 3.3% |
| 6 | 210 | 2.5% |
| 7 | 175 | 2.1% |
| 8 | 157 | 1.9% |
| 9 | 130 | 1.6% |
| Value | Count | Frequency (%) |
| 2896 | 1 | |
| 1276 | 1 | |
| 1095 | 1 | |
| 1093 | 1 | |
| 919 | 1 | |
| 918 | 1 | |
| 914 | 1 | |
| 909 | 1 | |
| 889 | 1 | |
| 849 | 1 |
JP_Sales
Real number (ℝ)
Zeros
| Distinct | 230 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.308889 |
| Minimum | 0 |
|---|---|
| Maximum | 1022 |
| Zeros | 4807 |
| Zeros (%) | 57.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 6 |
| 95-th percentile | 53 |
| Maximum | 1022 |
| Range | 1022 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 41.215915 |
|---|---|
| Coefficient of variation (CV) | 3.6445593 |
| Kurtosis | 117.48137 |
| Mean | 11.308889 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.9494498 |
| Sum | 94531 |
| Variance | 1698.7517 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4807 | |
| 2 | 398 | 4.8% |
| 1 | 370 | 4.4% |
| 3 | 281 | 3.4% |
| 4 | 216 | 2.6% |
| 5 | 171 | 2.0% |
| 6 | 161 | 1.9% |
| 8 | 128 | 1.5% |
| 7 | 125 | 1.5% |
| 9 | 88 | 1.1% |
| Other values (220) | 1614 | 19.3% |
| Value | Count | Frequency (%) |
| 0 | 4807 | |
| 1 | 370 | 4.4% |
| 2 | 398 | 4.8% |
| 3 | 281 | 3.4% |
| 4 | 216 | 2.6% |
| 5 | 171 | 2.0% |
| 6 | 161 | 1.9% |
| 7 | 125 | 1.5% |
| 8 | 128 | 1.5% |
| 9 | 88 | 1.1% |
| Value | Count | Frequency (%) |
| 1022 | 1 | |
| 720 | 1 | |
| 681 | 1 | |
| 650 | 1 | |
| 604 | 1 | |
| 565 | 1 | |
| 538 | 1 | |
| 533 | 1 | |
| 532 | 1 | |
| 487 | 1 |
Other_Sales
Real number (ℝ)
High correlation Skewed Zeros
| Distinct | 122 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2410575 |
| Minimum | 0 |
|---|---|
| Maximum | 1057 |
| Zeros | 3218 |
| Zeros (%) | 38.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 21 |
| Maximum | 1057 |
| Range | 1057 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 22.941531 |
|---|---|
| Coefficient of variation (CV) | 4.3772714 |
| Kurtosis | 909.58059 |
| Mean | 5.2410575 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 24.747955 |
| Sum | 43810 |
| Variance | 526.31386 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3218 | |
| 1 | 1691 | |
| 2 | 812 | 9.7% |
| 3 | 473 | 5.7% |
| 4 | 340 | 4.1% |
| 5 | 251 | 3.0% |
| 6 | 201 | 2.4% |
| 7 | 183 | 2.2% |
| 8 | 127 | 1.5% |
| 9 | 90 | 1.1% |
| Other values (112) | 973 | 11.6% |
| Value | Count | Frequency (%) |
| 0 | 3218 | |
| 1 | 1691 | |
| 2 | 812 | 9.7% |
| 3 | 473 | 5.7% |
| 4 | 340 | 4.1% |
| 5 | 251 | 3.0% |
| 6 | 201 | 2.4% |
| 7 | 183 | 2.2% |
| 8 | 127 | 1.5% |
| 9 | 90 | 1.1% |
| Value | Count | Frequency (%) |
| 1057 | 1 | |
| 844 | 1 | |
| 753 | 1 | |
| 396 | 1 | |
| 329 | 1 | |
| 295 | 1 | |
| 288 | 1 | |
| 284 | 1 | |
| 274 | 1 | |
| 224 | 1 |
Global_Sales
Real number (ℝ)
High correlation
| Distinct | 517 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.371815 |
| Minimum | 1 |
|---|---|
| Maximum | 8253 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 18 |
| Q3 | 51 |
| 95-th percentile | 238.1 |
| Maximum | 8253 |
| Range | 8252 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 199.39486 |
|---|---|
| Coefficient of variation (CV) | 3.1464281 |
| Kurtosis | 432.22194 |
| Mean | 63.371815 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 15.536535 |
| Sum | 529725 |
| Variance | 39758.308 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 548 | 6.6% |
| 3 | 407 | 4.9% |
| 1 | 316 | 3.8% |
| 4 | 314 | 3.8% |
| 5 | 305 | 3.6% |
| 7 | 264 | 3.2% |
| 6 | 262 | 3.1% |
| 9 | 235 | 2.8% |
| 8 | 227 | 2.7% |
| 11 | 199 | 2.4% |
| Other values (507) | 5282 |
| Value | Count | Frequency (%) |
| 1 | 316 | |
| 2 | 548 | |
| 3 | 407 | |
| 4 | 314 | |
| 5 | 305 | |
| 6 | 262 | |
| 7 | 264 | |
| 8 | 227 | |
| 9 | 235 | |
| 10 | 194 | 2.3% |
| Value | Count | Frequency (%) |
| 8253 | 1 | |
| 4024 | 1 | |
| 3552 | 1 | |
| 3277 | 1 | |
| 3137 | 1 | |
| 3026 | 1 | |
| 2980 | 1 | |
| 2892 | 1 | |
| 2832 | 1 | |
| 2831 | 1 |
Critic_Score
Real number (ℝ)
High correlation Missing
| Distinct | 78 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 4383 |
| Missing (%) | 52.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.187626 |
| Minimum | 19 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.4 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 43.75 |
| Q1 | 61 |
| median | 71 |
| Q3 | 79 |
| 95-th percentile | 89 |
| Maximum | 98 |
| Range | 79 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 13.756481 |
|---|---|
| Coefficient of variation (CV) | 0.19882863 |
| Kurtosis | 0.099179935 |
| Mean | 69.187626 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.57126486 |
| Sum | 275090 |
| Variance | 189.24076 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 71 | 137 | 1.6% |
| 70 | 128 | 1.5% |
| 69 | 120 | 1.4% |
| 80 | 120 | 1.4% |
| 74 | 118 | 1.4% |
| 72 | 118 | 1.4% |
| 73 | 118 | 1.4% |
| 68 | 116 | 1.4% |
| 75 | 116 | 1.4% |
| 66 | 114 | 1.4% |
| Other values (68) | 2771 | |
| (Missing) | 4383 |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 20 | 2 | < 0.1% |
| 23 | 1 | < 0.1% |
| 24 | 2 | < 0.1% |
| 25 | 2 | < 0.1% |
| 26 | 4 | |
| 27 | 4 | |
| 28 | 6 | |
| 29 | 1 | < 0.1% |
| 30 | 5 |
| Value | Count | Frequency (%) |
| 98 | 2 | < 0.1% |
| 97 | 10 | 0.1% |
| 96 | 14 | 0.2% |
| 95 | 11 | 0.1% |
| 94 | 18 | 0.2% |
| 93 | 27 | |
| 92 | 27 | |
| 91 | 32 | |
| 90 | 42 | |
| 89 | 51 |
Critic_Count
Real number (ℝ)
High correlation Missing
| Distinct | 105 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 4383 |
| Missing (%) | 52.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.53999 |
| Minimum | 4 |
|---|---|
| Maximum | 113 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 12 |
| median | 24 |
| Q3 | 40 |
| 95-th percentile | 71 |
| Maximum | 113 |
| Range | 109 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 20.42759 |
|---|---|
| Coefficient of variation (CV) | 0.71575325 |
| Kurtosis | 0.73232932 |
| Mean | 28.53999 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 1.0687436 |
| Sum | 113475 |
| Variance | 417.28645 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 143 | 1.7% |
| 5 | 135 | 1.6% |
| 17 | 113 | 1.4% |
| 12 | 113 | 1.4% |
| 7 | 108 | 1.3% |
| 6 | 105 | 1.3% |
| 9 | 104 | 1.2% |
| 10 | 102 | 1.2% |
| 8 | 101 | 1.2% |
| 18 | 99 | 1.2% |
| Other values (95) | 2853 | |
| (Missing) | 4383 |
| Value | Count | Frequency (%) |
| 4 | 143 | |
| 5 | 135 | |
| 6 | 105 | |
| 7 | 108 | |
| 8 | 101 | |
| 9 | 104 | |
| 10 | 102 | |
| 11 | 97 | |
| 12 | 113 | |
| 13 | 83 |
| Value | Count | Frequency (%) |
| 113 | 1 | |
| 107 | 1 | |
| 106 | 1 | |
| 105 | 1 | |
| 104 | 1 | |
| 103 | 1 | |
| 102 | 1 | |
| 101 | 2 | |
| 100 | 2 | |
| 99 | 1 |
User_Score
Text
Missing
| Distinct | 88 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 3528 |
| Missing (%) | 42.2% |
| Memory size | 65.4 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.8091492 |
| Min length | 1 |
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 7.9 |
|---|---|
| 2nd row | 6.6 |
| 3rd row | 7.4 |
| 4th row | 7.8 |
| 5th row | 7.9 |
| Value | Count | Frequency (%) |
| tbd | 1132 | |
| 8 | 165 | 3.4% |
| 8.2 | 160 | 3.3% |
| 7.8 | 155 | 3.2% |
| 8.3 | 137 | 2.8% |
| 8.1 | 136 | 2.8% |
| 8.5 | 130 | 2.7% |
| 7.9 | 126 | 2.6% |
| 7.5 | 122 | 2.5% |
| 7.7 | 115 | 2.4% |
| Other values (78) | 2453 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 3238 | |
| 8 | 1646 | |
| 7 | 1454 | |
| t | 1132 | 8.3% |
| b | 1132 | 8.3% |
| d | 1132 | 8.3% |
| 6 | 941 | 6.9% |
| 5 | 688 | 5.1% |
| 9 | 519 | 3.8% |
| 4 | 468 | 3.4% |
| Other values (4) | 1221 | 9.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13571 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 3238 | |
| 8 | 1646 | |
| 7 | 1454 | |
| t | 1132 | 8.3% |
| b | 1132 | 8.3% |
| d | 1132 | 8.3% |
| 6 | 941 | 6.9% |
| 5 | 688 | 5.1% |
| 9 | 519 | 3.8% |
| 4 | 468 | 3.4% |
| Other values (4) | 1221 | 9.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13571 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 3238 | |
| 8 | 1646 | |
| 7 | 1454 | |
| t | 1132 | 8.3% |
| b | 1132 | 8.3% |
| d | 1132 | 8.3% |
| 6 | 941 | 6.9% |
| 5 | 688 | 5.1% |
| 9 | 519 | 3.8% |
| 4 | 468 | 3.4% |
| Other values (4) | 1221 | 9.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13571 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 3238 | |
| 8 | 1646 | |
| 7 | 1454 | |
| t | 1132 | 8.3% |
| b | 1132 | 8.3% |
| d | 1132 | 8.3% |
| 6 | 941 | 6.9% |
| 5 | 688 | 5.1% |
| 9 | 519 | 3.8% |
| 4 | 468 | 3.4% |
| Other values (4) | 1221 | 9.0% |
User_Count
Real number (ℝ)
High correlation Missing
| Distinct | 641 |
|---|---|
| Distinct (%) | 17.3% |
| Missing | 4660 |
| Missing (%) | 55.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180.2625 |
| Minimum | 4 |
|---|---|
| Maximum | 9851 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 11 |
| median | 28 |
| Q3 | 100 |
| 95-th percentile | 866.2 |
| Maximum | 9851 |
| Range | 9847 |
| Interquartile range (IQR) | 89 |
Descriptive statistics
| Standard deviation | 576.98847 |
|---|---|
| Coefficient of variation (CV) | 3.2008235 |
| Kurtosis | 94.018586 |
| Mean | 180.2625 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 8.2551151 |
| Sum | 666791 |
| Variance | 332915.69 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 159 | 1.9% |
| 5 | 156 | 1.9% |
| 6 | 156 | 1.9% |
| 8 | 134 | 1.6% |
| 7 | 111 | 1.3% |
| 9 | 101 | 1.2% |
| 10 | 93 | 1.1% |
| 11 | 92 | 1.1% |
| 12 | 73 | 0.9% |
| 13 | 73 | 0.9% |
| Other values (631) | 2551 | |
| (Missing) | 4660 |
| Value | Count | Frequency (%) |
| 4 | 159 | |
| 5 | 156 | |
| 6 | 156 | |
| 7 | 111 | |
| 8 | 134 | |
| 9 | 101 | |
| 10 | 93 | |
| 11 | 92 | |
| 12 | 73 | |
| 13 | 73 |
| Value | Count | Frequency (%) |
| 9851 | 1 | |
| 9073 | 1 | |
| 8665 | 1 | |
| 8003 | 1 | |
| 7512 | 1 | |
| 7322 | 1 | |
| 7064 | 1 | |
| 6383 | 1 | |
| 6157 | 1 | |
| 5311 | 1 |
Developer
Text
Missing
| Distinct | 1126 |
|---|---|
| Distinct (%) | 23.1% |
| Missing | 3489 |
| Missing (%) | 41.7% |
| Memory size | 65.4 KiB |
Length
| Max length | 80 |
|---|---|
| Median length | 44 |
| Mean length | 13.639014 |
| Min length | 2 |
Unique
| Unique | 478 ? |
|---|---|
| Unique (%) | 9.8% |
Sample
| 1st row | Traveller's Tales |
|---|---|
| 2nd row | Traveller's Tales |
| 3rd row | Traveller's Tales |
| 4th row | Traveller's Tales |
| 5th row | Traveller's Tales |
| Value | Count | Frequency (%) |
| games | 589 | 6.1% |
| studios | 459 | 4.7% |
| software | 315 | 3.2% |
| entertainment | 303 | 3.1% |
| interactive | 169 | 1.7% |
| capcom | 132 | 1.4% |
| studio | 125 | 1.3% |
| inc | 104 | 1.1% |
| visual | 104 | 1.1% |
| concepts | 101 | 1.0% |
| Other values (1176) | 7296 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5904 | 8.9% |
| a | 5114 | 7.7% |
| 4827 | 7.3% | |
| t | 4492 | 6.8% |
| o | 4307 | 6.5% |
| i | 4243 | 6.4% |
| n | 3796 | 5.7% |
| s | 3180 | 4.8% |
| r | 3156 | 4.8% |
| m | 2253 | 3.4% |
| Other values (63) | 25150 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 66422 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 5904 | 8.9% |
| a | 5114 | 7.7% |
| 4827 | 7.3% | |
| t | 4492 | 6.8% |
| o | 4307 | 6.5% |
| i | 4243 | 6.4% |
| n | 3796 | 5.7% |
| s | 3180 | 4.8% |
| r | 3156 | 4.8% |
| m | 2253 | 3.4% |
| Other values (63) | 25150 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 66422 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 5904 | 8.9% |
| a | 5114 | 7.7% |
| 4827 | 7.3% | |
| t | 4492 | 6.8% |
| o | 4307 | 6.5% |
| i | 4243 | 6.4% |
| n | 3796 | 5.7% |
| s | 3180 | 4.8% |
| r | 3156 | 4.8% |
| m | 2253 | 3.4% |
| Other values (63) | 25150 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 66422 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 5904 | 8.9% |
| a | 5114 | 7.7% |
| 4827 | 7.3% | |
| t | 4492 | 6.8% |
| o | 4307 | 6.5% |
| i | 4243 | 6.4% |
| n | 3796 | 5.7% |
| s | 3180 | 4.8% |
| r | 3156 | 4.8% |
| m | 2253 | 3.4% |
| Other values (63) | 25150 |
Rating
Categorical
Missing
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 3561 |
| Missing (%) | 42.6% |
| Memory size | 65.4 KiB |
| E | |
|---|---|
| T | |
| M | |
| E10+ | |
| EC | 8 |
| Other values (3) | 3 |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 1.4595665 |
| Min length | 1 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | E10+ |
|---|---|
| 2nd row | E10+ |
| 3rd row | E10+ |
| 4th row | E10+ |
| 5th row | E10+ |
Common Values
| Value | Count | Frequency (%) |
| E | 1880 | |
| T | 1404 | 16.8% |
| M | 772 | 9.2% |
| E10+ | 731 | 8.7% |
| EC | 8 | 0.1% |
| K-A | 1 | < 0.1% |
| AO | 1 | < 0.1% |
| RP | 1 | < 0.1% |
| (Missing) | 3561 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| e | 1880 | |
| t | 1404 | |
| m | 772 | |
| e10 | 731 | 15.2% |
| ec | 8 | 0.2% |
| k-a | 1 | < 0.1% |
| ao | 1 | < 0.1% |
| rp | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 2619 | |
| T | 1404 | |
| M | 772 | 11.0% |
| 1 | 731 | 10.4% |
| 0 | 731 | 10.4% |
| + | 731 | 10.4% |
| C | 8 | 0.1% |
| A | 2 | < 0.1% |
| K | 1 | < 0.1% |
| - | 1 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7003 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 2619 | |
| T | 1404 | |
| M | 772 | 11.0% |
| 1 | 731 | 10.4% |
| 0 | 731 | 10.4% |
| + | 731 | 10.4% |
| C | 8 | 0.1% |
| A | 2 | < 0.1% |
| K | 1 | < 0.1% |
| - | 1 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7003 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 2619 | |
| T | 1404 | |
| M | 772 | 11.0% |
| 1 | 731 | 10.4% |
| 0 | 731 | 10.4% |
| + | 731 | 10.4% |
| C | 8 | 0.1% |
| A | 2 | < 0.1% |
| K | 1 | < 0.1% |
| - | 1 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7003 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 2619 | |
| T | 1404 | |
| M | 772 | 11.0% |
| 1 | 731 | 10.4% |
| 0 | 731 | 10.4% |
| + | 731 | 10.4% |
| C | 8 | 0.1% |
| A | 2 | < 0.1% |
| K | 1 | < 0.1% |
| - | 1 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
Interactions
Correlations
| Critic_Count | Critic_Score | EU_Sales | Genre | Global_Sales | JP_Sales | NA_Sales | Other_Sales | Platform | Rating | User_Count | Year_of_Release | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Critic_Count | 1.000 | 0.463 | 0.407 | 0.092 | 0.414 | 0.390 | 0.339 | 0.425 | 0.163 | 0.152 | 0.622 | 0.185 |
| Critic_Score | 0.463 | 1.000 | 0.336 | 0.069 | 0.364 | 0.303 | 0.286 | 0.332 | 0.086 | 0.084 | 0.523 | 0.043 |
| EU_Sales | 0.407 | 0.336 | 1.000 | 0.020 | 0.710 | -0.088 | 0.706 | 0.777 | 0.000 | 0.000 | 0.444 | -0.042 |
| Genre | 0.092 | 0.069 | 0.020 | 1.000 | 0.021 | 0.053 | 0.028 | 0.000 | 0.181 | 0.275 | 0.040 | 0.111 |
| Global_Sales | 0.414 | 0.364 | 0.710 | 0.021 | 1.000 | 0.243 | 0.802 | 0.818 | 0.054 | 0.000 | 0.400 | -0.164 |
| JP_Sales | 0.390 | 0.303 | -0.088 | 0.053 | 0.243 | 1.000 | -0.123 | 0.009 | 0.122 | 0.053 | 0.402 | -0.067 |
| NA_Sales | 0.339 | 0.286 | 0.706 | 0.028 | 0.802 | -0.123 | 1.000 | 0.791 | 0.078 | 0.031 | 0.283 | -0.112 |
| Other_Sales | 0.425 | 0.332 | 0.777 | 0.000 | 0.818 | 0.009 | 0.791 | 1.000 | 0.000 | 0.006 | 0.416 | 0.056 |
| Platform | 0.163 | 0.086 | 0.000 | 0.181 | 0.054 | 0.122 | 0.078 | 0.000 | 1.000 | 0.202 | 0.087 | 0.655 |
| Rating | 0.152 | 0.084 | 0.000 | 0.275 | 0.000 | 0.053 | 0.031 | 0.006 | 0.202 | 1.000 | 0.088 | 0.135 |
| User_Count | 0.622 | 0.523 | 0.444 | 0.040 | 0.400 | 0.402 | 0.283 | 0.416 | 0.087 | 0.088 | 1.000 | 0.325 |
| Year_of_Release | 0.185 | 0.043 | -0.042 | 0.111 | -0.164 | -0.067 | -0.112 | 0.056 | 0.655 | 0.135 | 0.325 | 1.000 |
Missing values
Sample
| Name | Platform | Year_of_Release | Genre | Publisher | NA_Sales | EU_Sales | JP_Sales | Other_Sales | Global_Sales | Critic_Score | Critic_Count | User_Score | User_Count | Developer | Rating | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | LEGO Batman: The Videogame | Wii | NaN | Action | Warner Bros. Interactive Entertainment | 180 | 97 | 0 | 28 | 306 | 74.0 | 17.0 | 7.9 | 22.0 | Traveller's Tales | E10+ |
| 1 | LEGO Indiana Jones: The Original Adventures | Wii | NaN | Action | LucasArts | 151 | 61 | 0 | 21 | 234 | 78.0 | 22.0 | 6.6 | 28.0 | Traveller's Tales | E10+ |
| 2 | LEGO Batman: The Videogame | PSP | NaN | Action | Warner Bros. Interactive Entertainment | 56 | 44 | 0 | 27 | 128 | 73.0 | 5.0 | 7.4 | 10.0 | Traveller's Tales | E10+ |
| 3 | Combat | 2600 | NaN | Action | Atari | 117 | 7 | 0 | 1 | 125 | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | LEGO Harry Potter: Years 5-7 | Wii | NaN | Action | Warner Bros. Interactive Entertainment | 69 | 42 | 0 | 12 | 124 | 76.0 | 8.0 | 7.8 | 13.0 | Traveller's Tales | E10+ |
| 5 | LEGO Harry Potter: Years 5-7 | X360 | NaN | Action | Warner Bros. Interactive Entertainment | 51 | 37 | 0 | 9 | 97 | 77.0 | 35.0 | 7.9 | 39.0 | Traveller's Tales | E10+ |
| 6 | Yakuza 4 | PS3 | NaN | Action | Sega | 15 | 13 | 63 | 5 | 95 | 78.0 | 59.0 | 8 | 177.0 | Ryu ga Gotoku Studios | M |
| 7 | LEGO Harry Potter: Years 5-7 | PS3 | NaN | Action | Warner Bros. Interactive Entertainment | 36 | 41 | 0 | 15 | 91 | 76.0 | 27.0 | 8.3 | 48.0 | Traveller's Tales | E10+ |
| 8 | The Lord of the Rings: War in the North | X360 | NaN | Action | Warner Bros. Interactive Entertainment | 52 | 24 | 0 | 8 | 84 | 61.0 | 48.0 | 7.4 | 113.0 | Snowblind Studios | M |
| 9 | The Lord of the Rings: War in the North | PS3 | NaN | Action | Warner Bros. Interactive Entertainment | 25 | 42 | 1 | 13 | 82 | 63.0 | 33.0 | 7 | 100.0 | Snowblind Studios | M |
| Name | Platform | Year_of_Release | Genre | Publisher | NA_Sales | EU_Sales | JP_Sales | Other_Sales | Global_Sales | Critic_Score | Critic_Count | User_Score | User_Count | Developer | Rating | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8349 | XCOM 2 | PS4 | 2016.0 | Strategy | Take-Two Interactive | 4 | 8 | 0 | 2 | 14 | 88.0 | 28.0 | 8 | 116.0 | Firaxis Games | T |
| 8350 | Total War: WARHAMMER | PC | 2016.0 | Strategy | Sega | 0 | 12 | 0 | 1 | 13 | 86.0 | 77.0 | 7.3 | 556.0 | Creative Assembly | T |
| 8351 | Culdcept Revolt | 3DS | 2016.0 | Strategy | Nintendo | 0 | 0 | 6 | 0 | 6 | NaN | NaN | NaN | NaN | NaN | NaN |
| 8352 | Hearts of Iron IV | PC | 2016.0 | Strategy | Paradox Interactive | 0 | 5 | 0 | 0 | 5 | 83.0 | 36.0 | 6.9 | 306.0 | Paradox Development Studio | NaN |
| 8353 | XCOM 2 | XOne | 2016.0 | Strategy | Take-Two Interactive | 2 | 2 | 0 | 0 | 5 | 87.0 | 17.0 | 8.1 | 40.0 | Firaxis Games | T |
| 8354 | Stellaris | PC | 2016.0 | Strategy | Paradox Interactive | 0 | 4 | 0 | 0 | 4 | 78.0 | 57.0 | 8 | 569.0 | Paradox Development Studio | NaN |
| 8355 | Total War Attila: Tyrants & Kings | PC | 2016.0 | Strategy | Koch Media | 0 | 1 | 0 | 0 | 1 | NaN | NaN | NaN | NaN | NaN | NaN |
| 8356 | Brothers Conflict: Precious Baby | PSV | 2017.0 | Action | Idea Factory | 0 | 0 | 1 | 0 | 1 | NaN | NaN | NaN | NaN | NaN | NaN |
| 8357 | Phantasy Star Online 2 Episode 4: Deluxe Package | PS4 | 2017.0 | Role-Playing | Sega | 0 | 0 | 4 | 0 | 4 | NaN | NaN | NaN | NaN | NaN | NaN |
| 8358 | Phantasy Star Online 2 Episode 4: Deluxe Package | PSV | 2017.0 | Role-Playing | Sega | 0 | 0 | 1 | 0 | 1 | NaN | NaN | NaN | NaN | NaN | NaN |